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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Healthcare Systems and Challenges
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

482 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
482 works in the cohort · of 4,299,418page 1 of 10

Labels cover 3 of 482 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 482 of 482 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Universities and tobacco money
Joanna E Cohen
2001· editorial· en· BMJ· Health Professions
machine prediction:candidate · metaresearch+research_integrityconsensus · none
942
citations
affaboutunlabeled
Neoliberalism and health care
Sue L. T. McGregor
2001· article· en· International Journal of Consumer Studies· Health Professions
machine prediction:candidate · noneconsensus · none
311
citations
affunlabeled
Gender Parity in Critical Care Medicine
Sangeeta Mehta, Karen E. A. Burns, Flávia Ribeiro Machado, Alison Fox‐Robichaud, Carolyn S. Calfee, Lorraine B. Ware +16 more
2017· review· en· American Journal of Respiratory and Critical Care Medicine· Health Professions
machine prediction:candidate · noneconsensus · none
99
citations
affno abstractunlabeled
Doctors' strikes and mortality: A review
Solveig A. Cunningham, Kristina Mitchell, K.M. Venkat Narayan, Salim Yusuf
2008· review· en· Social Science & Medicine· Health Professions
machine prediction:candidate · noneconsensus · none
88
citations
affaboutunlabeled
The Ethical Management of the Noncompliant Patient
Alister Browne, Brent Dickson, Rena van der Wal
2003· article· en· Cambridge Quarterly of Healthcare Ethics· Health Professions
machine prediction:candidate · noneconsensus · none
17
citations
affaboutunlabeled
“We Inform the Experience of Health”
Sarah Wall
2013· article· en· Qualitative Health Research· Health Professions
machine prediction:candidate · noneconsensus · none
16
citations
aboutno affunlabeled
Patients, consumers and civil society
2008· book-chapter· en· Advances in medical sociology· Health Professions
machine prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Tuskegee and the Health of Black Men
Marcella Alsan, Marianne Wanamaker
2016· preprint· en· National Bureau of Economic Research· Health Professions
machine prediction:candidate · stsconsensus · none
15
citations
affno abstractunlabeled
Patient Selection
Peter A. Adamson, Harvey D. Strecker
2002· article· en· Aesthetic Plastic Surgery· Health Professions
machine prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
Looking back, leading forward:<i>BMJ Leader</i>5 years on
Jan C. Frich, Dominique Allwood, Jamiu O. Busari, Ming‐Ka Chan, Amelia Compagni, Rachel Gemine +14 more
2023· editorial· en· BMJ Leader· Health Professions
machine prediction:candidate · noneconsensus · none
7
citations
venueno affunlabeled
Does shaming have a place in public health?
Diana Duong
2021· article· en· Canadian Medical Association Journal· Health Professions
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Credentialing micro credentials
Gavin Moodie, Leesa Wheelahan
2025· article· en· Journal of Teaching and Learning for Graduate Employability· Health Professions
machine prediction:candidate · noneconsensus · none
6
citations
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